Nonlinear fault detection and isolation in a three-tank heating system

IEEE Transactions on Control Systems Technology

Volumn 14, Issue 6, 2006, Pages 1158-1166

  Mattone, Raffaela ^a   De Luca, Alessandro ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

Fault detection and isolation (FDI); Nonlinear systems; Sensor and actuator faults; Thermo hydraulic system

Indexed keywords

ACTUATORS; COMPUTER SIMULATION; SENSORS;

ACTUATOR FAULTS; FAULT DETECTION AND ISOLATION; SENSOR FAULTS; THERMO-HYDRAULIC SYSTEM;

NONLINEAR CONTROL SYSTEMS;

EID: 33750413590     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCST.2006.880221     Document Type: Article

References (23)

1. S. Simani, C. Fantuzzi, and R. Patton, Model-Based Fault Diagnosis in Dynamic Systems Using Identification Techniques. London, U.K.: Springer-Verlag, 2002.
2. F. Caccavale and L. Villani, Eds., "Fault Diagnosis and Fault Tolerance for Mechatronics Systems," in STAR. Berlin, Germany: Springer-Verlag, 2003, vol. 1.
3. P. Frank, "Diagnosis in dynamic systems using analytical and knowledge-based redundancy - A survey," Automatica, vol. 26, pp. 459-474, 1990.
4. D.-S. Hwang, S.-C. Peng, and P.-L. Hsu, "An integrated control/diagnostic system for a hard disk drive," IEEE Trans. Contr. Syst. Technol., vol. 2, no. 4, pp. 318-326, Dec. 1994.
5. I. Cade, P. Keogh, and M. Sahinkaya, "Fault identification in rotor/magnetic bearing systems using discrete time wavelet coefficients," IEEE/ASME Trans. Mechatronics, vol. 10, no. 6, pp. 648-657, Dec. 2005.
6. A. Johansson and A. Medvedev, "Model-based leakage detection in a pulverized coal injection vessel," IEEE Trans. Contr. Syst. Technol., vol. 7, no. 6, pp. 675-682, Nov. 1999.
7. S. Simani, C. Fantuzzi, and S. Beghelli, "Diagnosis techniques for sensor faults of industrial processes," IEEE Trans. Contr. Syst. Technol., vol. 8, no. 5, pp. 848-855, Sep. 2000.
8. Y. Peng, A.Youssouf, P. Arte, and M. Kinnaert, "Acomplete procedure for residual generation and evaluation with application to a heat exchanger," IEEE Trans. Contr. Syst. Technol., vol. 5, no. 6, pp. 542-555, Nov. 1997.
9. E. Laukonen, K. Passino, V. Krishnaswami, G.-C. Luh, and G. Rizzoni, "Fault detection and isolation for an experimental internal combustion engine via fuzzy identification," IEEE Trans. Contr. Syst. Technol., vol. 3, no. 3, pp. 347-355, Jun. 1995.
10. Y. Maki and K. Loparo, "A neural-network approach to fault detection and diagnosis in industrial processes," IEEE Trans. Contr. Syst. Technol., vol. 5, no. 6, pp. 529-541, Nov. 1997.
11. B. Huang, "Detection of abrupt changes of total least squares models and application in fault detection," IEEE Trans. Contr. Syst. Technol., vol. 9, no. 2, pp. 357-367, Mar. 2001.
12. A. Vemuri and M. Polycarpou, "On-line approximation based methods for robust fault detection," in Proc. 13th IFAC World Congress, 1996, pp. 319-324.
13. H. Hammouri, M. Kinnaert, and E. El Yaagoubi, "Observer-based approach to fault detection and isolation for nonlinear systems," IEEE Trans. Autom. Contr., vol. 44, no. 10, pp. 1878-1884, Oct. 1999.
14. C. De Persis and A. Isidori, "A geometric approach to nonlinear fault detection and isolation," IEEE Trans. Autom. Contr., vol. 46, no. 6, pp. 853-865, Jun. 2001.
15. W. Dixon, I. Walker, D. Dawson, and J. Hartranft, "Fault detection for robot manipulators with parametric uncertainty: A prediction-error-based approach," IEEE Trans. Robot. Autom., vol. 16, no. 6, pp. 689-699, Dec. 2000.
16. A. De Luca and R. Mattone, "Actuator fault detection and isolation using generalized momenta," in Proc. IEEE Int. Conf. Robot. Autom., 2003, pp. 634-639.
17. M. McIntyre, W. Dixon, D. Dawson, and I. Walker, "Fault identification for robot manipulators," IEEE Trans. Robot., vol. 21, no. 5, pp. 1028-1034, Oct. 2005.
18. D.-L. Yu, "Diagnosing simulated faults for an industrial furnace based on bilinear model," IEEE Trans. Contr. Syst. Technol., vol. 8, no. 3, pp. 435-442, Jun. 2000.
19. R. Mattone and A. De Luca, "Relaxed fault detection and isolation: An application to a nonlinear case study," Automatica, vol. 42, no. 1, pp. 109-116, 2006.
20. D. Sauter, F. Hamelin, and S. Lèger, Heating system benchmark for fault detection and isolation and fault tolerant control IFATIS, University of Nancy, Nancy, France, Rep. IFAN012R01, 2003.
21. S. Lèger, F. Hamelin, and D. Sauter, "Fault detection and isolation in dynamic systems using principal component analysis-application to an heating system benchmark," presented at the 5th IFAC Symp. Fault Detection, Supervision Safety Tech. Process., Washington, DC, 2003.
22. L. El Bahir and M. Kinnaert, "Fault detection and isolation for a three tank system based on a bilinear model of the supervised process," in Proc. UKACC Int. Conf. Contr., 1998, pp. 1486-1491.
23. A. Isidori, Nonlinear Control Systems, 3rd ed. London, U.K.: Springer-Verlag, 1995.